Collecting useful feedback through an interactive survey
Ask one concept per question, use distinct options and allow comments. Deduplicate and describe the sample before treating participation as representative evidence.
Putting research and validation into practice
Research records tasks and real difficulties rather than visual preference alone. Retain samples, questions and limits to understand where findings apply.
Checking the result
Observe different participants on the same task and record hesitation, misunderstanding and recovery. Repeat after changes to check that the problem improved.


